Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-06-29 1.134128 1.380807 1.697939 2.148937 2.798182 3.742960 5.319551
2025-07-06 0.800427 1.063468 1.452694 2.115185 3.330067 5.796367 12.683659
2025-07-13 0.673761 0.952184 1.409315 2.309839 4.376692 10.488425 50.481815
2025-07-20 0.582690 0.859137 1.347818 2.424433 5.421160 18.652180 578.366422
2025-07-27 0.506636 0.768532 1.255595 2.419432 6.199159 31.099484 NaN
2025-08-03 0.442971 0.684933 1.150832 2.330410 6.643224 48.269267 NaN
2025-08-10 0.404715 0.639382 1.109517 2.384144 7.804430 107.324258 NaN
2025-08-17 0.377933 0.610017 1.094059 2.504697 9.646830 447.455334 NaN
2025-08-24 0.348531 0.570643 1.046627 2.505549 10.940392 4032.196401 NaN
2025-08-31 0.318771 0.526409 0.978749 2.409260 11.436047 NaN NaN
2025-09-07 0.303279 0.508835 0.970622 2.521377 14.246527 NaN NaN
2025-09-14 0.285398 0.483961 0.939442 2.534526 16.379117 NaN NaN
2025-09-21 0.265647 0.453489 0.890097 2.460979 17.452073 NaN NaN
2025-09-28 0.249131 0.428312 0.850679 2.415404 19.059187 NaN NaN
2025-10-05 0.243681 0.426297 0.872050 2.651750 28.498964 NaN NaN
2025-10-12 0.235363 0.416924 0.871512 2.792061 39.560626 NaN NaN
2025-10-19 0.223941 0.399363 0.844658 2.785898 46.978038 NaN NaN
2025-10-26 0.211129 0.377510 0.802157 2.676763 48.633029 NaN NaN
2025-11-02 0.203564 0.367030 0.791494 2.742587 64.819668 NaN NaN
2025-11-09 0.198260 0.361254 0.793910 2.890785 103.107973 NaN NaN
2025-11-16 0.190425 0.348822 0.773985 2.891835 132.926223 NaN NaN
2025-11-23 0.181024 0.331979 0.738137 2.773404 135.327880 NaN NaN
2025-11-30 0.176865 0.327320 0.740026 2.911346 251.385442 NaN NaN